Packages

class BasicLSTMCell[T] extends RNNCell[ops.Output[T], LSTMState[T], Shape, (Shape, Shape)]

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Inherited
  1. BasicLSTMCell
  2. RNNCell
  3. Layer
  4. AnyRef
  5. Any
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Visibility
  1. Public
  2. Protected

Instance Constructors

  1. new BasicLSTMCell(name: String, numUnits: Int, activation: (ops.Output[T]) => ops.Output[T], forgetBias: Float = 1.0f, kernelInitializer: Initializer = null, biasInitializer: Initializer = ZerosInitializer)(implicit arg0: core.types.TF[T], arg1: core.types.IsNotQuantized[T])

Value Members

  1. final def !=(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  2. final def ##: Int
    Definition Classes
    AnyRef → Any
  3. def +(other: Layer[Tuple[ops.Output[T], LSTMState[T]], Tuple[ops.Output[T], LSTMState[T]]]): Concatenate[Tuple[ops.Output[T], LSTMState[T]], Tuple[ops.Output[T], LSTMState[T]]]
    Definition Classes
    Layer
  4. def ++(others: Seq[Layer[Tuple[ops.Output[T], LSTMState[T]], Tuple[ops.Output[T], LSTMState[T]]]]): Concatenate[Tuple[ops.Output[T], LSTMState[T]], Tuple[ops.Output[T], LSTMState[T]]]
    Definition Classes
    Layer
  5. final def ==(arg0: Any): Boolean
    Definition Classes
    AnyRef → Any
  6. def >>[S](other: Layer[Tuple[ops.Output[T], LSTMState[T]], S]): Compose[Tuple[ops.Output[T], LSTMState[T]], Tuple[ops.Output[T], LSTMState[T]], S]
    Definition Classes
    Layer
  7. val activation: (ops.Output[T]) => ops.Output[T]
  8. def apply(input: Tuple[ops.Output[T], LSTMState[T]])(implicit mode: Mode): Tuple[ops.Output[T], LSTMState[T]]
    Definition Classes
    Layer
  9. final def asInstanceOf[T0]: T0
    Definition Classes
    Any
  10. val biasInitializer: Initializer
  11. def clone(): AnyRef
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.CloneNotSupportedException]) @native() @HotSpotIntrinsicCandidate()
  12. def compose[S](other: Layer[Tuple[ops.Output[T], LSTMState[T]], S]): Compose[Tuple[ops.Output[T], LSTMState[T]], Tuple[ops.Output[T], LSTMState[T]], S]
    Definition Classes
    Layer
  13. def concatenate(others: Layer[Tuple[ops.Output[T], LSTMState[T]], Tuple[ops.Output[T], LSTMState[T]]]*): Concatenate[Tuple[ops.Output[T], LSTMState[T]], Tuple[ops.Output[T], LSTMState[T]]]
    Definition Classes
    Layer
  14. final def createCell(mode: Mode, inputShape: Shape): ops.rnn.cell.RNNCell[ops.Output[T], LSTMState[T], Shape, (Shape, Shape)]
    Definition Classes
    RNNCell
  15. def createCellWithoutContext(mode: Mode, inputShape: Shape): ops.rnn.cell.BasicLSTMCell[T]
    Definition Classes
    BasicLSTMCell → RNNCell
  16. final def currentStep: ops.Output[Long]
    Definition Classes
    Layer
  17. final def eq(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  18. def equals(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef → Any
  19. implicit val evOutputToShapeOut: Aux[ops.Output[T], Shape]
    Definition Classes
    RNNCell
  20. implicit val evOutputToShapeState: Aux[LSTMState[T], (Shape, Shape)]
    Definition Classes
    RNNCell
  21. val forgetBias: Float
  22. def forward(input: Tuple[ops.Output[T], LSTMState[T]])(implicit mode: Mode): Tuple[ops.Output[T], LSTMState[T]]
    Definition Classes
    Layer
  23. final def forwardWithoutContext(input: Tuple[ops.Output[T], LSTMState[T]])(implicit mode: Mode): Tuple[ops.Output[T], LSTMState[T]]
    Definition Classes
    RNNCell → Layer
  24. final def getClass(): Class[_ <: AnyRef]
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  25. def getParameter[P](name: String, shape: core.Shape, initializer: Initializer = null, regularizer: Regularizer = null, trainable: Boolean = true, reuse: Reuse = ReuseOrCreateNew, collections: Set[Key[ops.variables.Variable[Any]]] = Set.empty, cachingDevice: (OpSpecification) => String = null)(implicit arg0: core.types.TF[P]): ops.Output[P]
    Definition Classes
    Layer
  26. def hashCode(): Int
    Definition Classes
    AnyRef → Any
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  27. final def isInstanceOf[T0]: Boolean
    Definition Classes
    Any
  28. val kernelInitializer: Initializer
  29. val layerType: String
    Definition Classes
    BasicLSTMCell → Layer
  30. def map[MR](mapFn: (Tuple[ops.Output[T], LSTMState[T]]) => MR): Layer[Tuple[ops.Output[T], LSTMState[T]], MR]
    Definition Classes
    Layer
  31. val name: String
    Definition Classes
    BasicLSTMCell → RNNCell → Layer
  32. final def ne(arg0: AnyRef): Boolean
    Definition Classes
    AnyRef
  33. final def notify(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  34. final def notifyAll(): Unit
    Definition Classes
    AnyRef
    Annotations
    @native() @HotSpotIntrinsicCandidate()
  35. val numUnits: Int
  36. final def synchronized[T0](arg0: => T0): T0
    Definition Classes
    AnyRef
  37. def toString(): String
    Definition Classes
    Layer → AnyRef → Any
  38. final def wait(arg0: Long, arg1: Int): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])
  39. final def wait(arg0: Long): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException]) @native()
  40. final def wait(): Unit
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.InterruptedException])

Deprecated Value Members

  1. def finalize(): Unit
    Attributes
    protected[lang]
    Definition Classes
    AnyRef
    Annotations
    @throws(classOf[java.lang.Throwable]) @Deprecated @deprecated
    Deprecated

    (Since version ) see corresponding Javadoc for more information.

Inherited from RNNCell[ops.Output[T], LSTMState[T], Shape, (Shape, Shape)]

Inherited from Layer[Tuple[ops.Output[T], LSTMState[T]], Tuple[ops.Output[T], LSTMState[T]]]

Inherited from AnyRef

Inherited from Any

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